Bioanalytical tools for single-cell study of exocytosis

Regulated exocytosis is a fundamental biological process used to deliver chemical messengers for cell-cell communication via membrane fusion and content secretion. A plethora of cell types employ this chemical-based communication to achieve crucial functions in many biological systems. Neurons in the brain and platelets in the circulatory system are representative examples utilizing exocytosis for neurotransmission and blood clotting. Single-cell studies of regulated exocytosis in the past several decades have greatly expanded our knowledge of this critical process, from vesicle/granule transport and docking at the early stages of exocytosis to membrane fusion and to eventual chemical messenger secretion. Herein, four main approaches that have been widely used to study single-cell exocytosis will be highlighted, including total internal reflection fluorescence microscopy, capillary electrophoresis, single-cell mass spectrometry, and microelectrochemistry. These techniques are arranged in the order following the route of a vesicle/granule destined for secretion. Within each section, the basic principles and experimental strategies are reviewed and representative examples are given revealing critical spatial, temporal, and chemical information of a secretory vesicle/granule at different stages of its lifetime. Lastly, an analytical chemist’s perspective on potential future developments in this exciting field is discussed.

[1]  F. Felmy Modulation of Cargo Release from Dense Core Granules by Size and Actin Network , 2007, Traffic.

[2]  Leslie M. Loew,et al.  Synthesis, spectra, delivery and potentiometric responses of new styryl dyes with extended spectral ranges , 2006, Journal of Neuroscience Methods.

[3]  Maruf Hossain,et al.  Controlled on-chip stimulation of quantal catecholamine release from chromaffin cells using photolysis of caged Ca2+ on transparent indium-tin-oxide microchip electrodes. , 2008, Lab on a chip.

[4]  Andrew G Ewing,et al.  Analysis of Mammalian Cell Cytoplasm with Electrophoresis in Nanometer Inner Diameter Capillaries. , 2005, Electroanalysis.

[5]  A. Bard,et al.  Scanning electrochemical microscopy. Introduction and principles , 1989 .

[6]  J. Coorssen,et al.  Cholesterol, regulated exocytosis and the physiological fusion machine. , 2009, The Biochemical journal.

[7]  Gero Miesenböck,et al.  Visualizing secretion and synaptic transmission with pH-sensitive green fluorescent proteins , 1998, Nature.

[8]  A. Ewing,et al.  The PC12 cell as model for neurosecretion , 2007, Acta physiologica.

[9]  R. Zare,et al.  Probing single secretory vesicles with capillary electrophoresis. , 1998, Science.

[10]  C. Amatore,et al.  Comparison of apex and bottom secretion efficiency at chromaffin cells as measured by amperometry. , 2007, Biophysical chemistry.

[11]  Wei Wang,et al.  Monitoring of vesicular exocytosis from single cells using micrometer and nanometer-sized electrochemical sensors , 2009, Analytical and bioanalytical chemistry.

[12]  A. Ewing,et al.  Dopamine concentration in the cytoplasmic compartment of single neurons determined by capillary electrophoresis , 1990, Journal of Neuroscience Methods.

[13]  P. Hamm,et al.  Watching hydrogen-bond dynamics in a β-turn by transient two-dimensional infrared spectroscopy , 2006, Nature.

[14]  N. Ropert,et al.  FM dyes enter via a store-operated calcium channel and modify calcium signaling of cultured astrocytes , 2009, Proceedings of the National Academy of Sciences.

[15]  Peter Fromherz,et al.  A cell-semiconductor synapse: transistor recording of vesicle release in chromaffin cells. , 2007, Biophysical journal.

[16]  Dong Chen,et al.  Molecular mechanisms of platelet exocytosis: role of SNAP-23 and syntaxin 2 in dense core granule release. , 2000, Blood.

[17]  T. Masujima,et al.  Live single-cell video-mass spectrometry for cellular and subcellular molecular detection and cell classification. , 2008, Journal of mass spectrometry : JMS.

[18]  J. Alvarez,et al.  Intravesicular Calcium Release Mediates the Motion and Exocytosis of Secretory Organelles , 2008, Journal of Biological Chemistry.

[19]  A. Ewing,et al.  Analysis of single cells by capillary electrophoresis with on-column derivatization and laser-induced fluorescence detection. , 1995, Analytical chemistry.

[20]  A. Ewing,et al.  Capillary electrophoresis in 2 and 5 microns diameter capillaries: application to cytoplasmic analysis. , 1990, Analytical chemistry.

[21]  D. Zenisek Vesicle association and exocytosis at ribbon and extraribbon sites in retinal bipolar cell presynaptic terminals , 2008, Proceedings of the National Academy of Sciences.

[22]  Kelly L. Adams,et al.  High osmolarity and L-DOPA augment release via the fusion pore in PC12 cells. , 2007, Chemphyschem : a European journal of chemical physics and physical chemistry.

[23]  G. Luo,et al.  Direct observation of the effect of autoreceptors on stimulated release of catecholamines from adrenal cells , 1994, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[24]  P. Robinson,et al.  Mechanisms of Synaptic Vesicle Recycling Illuminated by Fluorescent Dyes , 1999, Journal of neurochemistry.

[25]  Steven W. Suljak,et al.  Analysis of chemical processes at single bovine adrenergic chromaffin cells with micellar electrokinetic capillary chromatography and electrochemical detection , 2003 .

[26]  J. Jorgenson,et al.  Microcolumn separations and the analysis of single cells. , 1989, Science.

[27]  Alan Morgan,et al.  Secretory granule exocytosis. , 2003, Physiological reviews.

[28]  Jonathan V. Sweedler,et al.  Measuring the peptides in individual organelles with mass spectrometry , 2000, Nature Biotechnology.

[29]  D. Bruns,et al.  Real-time measurement of transmitter release from single synaptic vesicles , 1995, Nature.

[30]  C. Fewtrell,et al.  Microdomains of High Calcium Are Not Required for Exocytosis in Rbl-2h3 Mucosal Mast Cells , 2001, The Journal of cell biology.

[31]  Dong Chen,et al.  Molecular Mechanisms of Platelet Exocytosis: Requirements for α-Granule Release☆ , 2000 .

[32]  Manfred Lindau,et al.  Exocytosis of single chromaffin granules in cell-free inside-out membrane patches , 2003, Nature Cell Biology.

[33]  R. Wightman,et al.  Carbon-fiber microelectrodes modified with 4-sulfobenzene have increased sensitivity and selectivity for catecholamines. , 2006, Langmuir.

[34]  Andrew G Ewing,et al.  Etched electrochemical detection for electrophoresis in nanometer inner diameter capillaries. , 2003, Chemphyschem : a European journal of chemical physics and physical chemistry.

[35]  G. Alvarez de Toledo,et al.  The exocytotic event in chromaffin cells revealed by patch amperometry , 1997, Nature.

[36]  C. Trueta,et al.  Somatic Exocytosis of Serotonin Mediated by L‐Type Calcium Channels in Cultured Leech Neurones , 2003, The Journal of physiology.

[37]  E. Yeung,et al.  Determination of catecholamines in single adrenal medullary cells by capillary electrophoresis and laser-induced native fluorescence. , 1995, Analytical chemistry.

[38]  Katherine L Braun,et al.  Amperometric assessment of functional changes in nanoparticle-exposed immune cells: varying Au nanoparticle exposure time and concentration. , 2009, The Analyst.

[39]  E. Yeung,et al.  Monitoring exocytosis and release from individual mast cells by capillary electrophoresis with laser-induced native fluorescence detection. , 1996, Analytical chemistry.

[40]  R. Wightman,et al.  Temperature-dependent differences between readily releasable and reserve pool vesicles in chromaffin cells. , 2007, Biochimica et biophysica acta.

[41]  K. Gillis,et al.  On-chip amperometric measurement of quantal catecholamine release using transparent indium tin oxide electrodes. , 2006, Analytical chemistry.

[42]  W. Ong,et al.  Roles of cholesterol in vesicle fusion and motion. , 2009, Biophysical journal.

[43]  J. Shear,et al.  Microsecond electrophoresis , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[44]  Robert H. Chow,et al.  Delay in vesicle fusion revealed by electrochemical monitoring of single secretory events in adrenal chromaffin cells , 1992, Nature.

[45]  J. Sweedler,et al.  Discovering new neuropeptides using single-cell mass spectrometry , 2003 .

[46]  S. Viniegra,et al.  Vesicle Motion and Fusion are Altered in Chromaffin Cells with Increased SNARE Cluster Dynamics , 2009, Traffic.

[47]  W. Almers,et al.  Final steps in exocytosis observed in a cell with giant secretory granules. , 1987, Proceedings of the National Academy of Sciences of the United States of America.

[48]  A. Ewing,et al.  Capillary zone electrophoresis with electrochemical detection in 12.7 microns diameter columns. , 1988, Analytical chemistry.

[49]  E. Neher,et al.  The use of the patch clamp technique to study second messenger-mediated cellular events , 1988, Neuroscience.

[50]  J. Sweedler,et al.  Capillary electrophoresis with electrospray ionization mass spectrometric detection for single-cell metabolomics. , 2009, Analytical chemistry.

[51]  C. Amatore,et al.  Invariance of exocytotic events detected by amperometry as a function of the carbon fiber microelectrode diameter. , 2009, Analytical chemistry.

[52]  R. Wightman,et al.  Electrochemical detection of histamine and 5-hydroxytryptamine at isolated mast cells. , 1995, Analytical chemistry.

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

[54]  Jane A Dickerson,et al.  Coherent anti-stokes Raman scattering microscopy: chemical imaging for biology and medicine. , 2008, Annual review of analytical chemistry.

[55]  Wolfgang Schuhmann,et al.  Spatially Resolved Detection of Neurotransmitter Secretion from Individual Cells by Means of Scanning Electrochemical Microscopy. , 2001, Angewandte Chemie.

[56]  D. Sulzer,et al.  Dopamine neurons release transmitter via a flickering fusion pore , 2004, Nature Neuroscience.

[57]  Emily H Turner,et al.  Chemical cytometry: fluorescence-based single-cell analysis. , 2008, Annual review of analytical chemistry.

[58]  T. Masujima Visualized single cell dynamics and analysis of molecular tricks , 1999 .

[59]  R. Whittal,et al.  Analysis of Single Mammalian Cell Lysates by Mass Spectrometry , 1996 .

[60]  W. Betz,et al.  Imaging synaptic vesicle exocytosis and endocytosis with FM dyes , 2007, Nature Protocols.

[61]  R. Tsien,et al.  The Dynamic Control of Kiss-And-Run and Vesicular Reuse Probed with Single Nanoparticles , 2009, Science.

[62]  Bert Sakmann,et al.  The extracellular patch clamp: A method for resolving currents through individual open channels in biological membranes , 1978, Pflügers Archiv.

[63]  R. Wightman,et al.  Monitoring of transmitter metabolites by voltammetry in cerebrospinal fluid following neural pathway stimulation , 1976, Nature.

[64]  M. Lindau,et al.  Improved surface-patterned platinum microelectrodes for the study of exocytotic events. , 2009, Analytical chemistry.

[65]  F. Zoccarato,et al.  The pH‐Sensitive Dye Acridine Orange as a Tool to MonitorExocytosis/Endocytosis in Synaptosomes , 1999, Journal of neurochemistry.

[66]  J. Sweedler,et al.  Single-cell MALDI: a new tool for direct peptide profiling. , 2000, Trends in biotechnology.

[67]  Benedikt Westermann,et al.  SNAREpins: Minimal Machinery for Membrane Fusion , 1998, Cell.

[68]  C. Haynes,et al.  Quantal release of serotonin from platelets. , 2009, Analytical chemistry.

[69]  A. Ewing,et al.  Observation and quantitation of exocytosis from the cell body of a fully developed neuron in Planorbis corneus , 1995, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[70]  J. A. Jankowski,et al.  Temporally resolved catecholamine spikes correspond to single vesicle release from individual chromaffin cells. , 1991, Proceedings of the National Academy of Sciences of the United States of America.

[71]  Bo Zhang,et al.  Spatially and temporally resolved single-cell exocytosis utilizing individually addressable carbon microelectrode arrays. , 2008, Analytical chemistry.

[72]  H. Weiss,et al.  Secretable storage pools in platelets. , 1979, Annual review of medicine.

[73]  T. Südhof The synaptic vesicle cycle , 2004 .

[74]  M. Lindau,et al.  F-Actin and Myosin II Accelerate Catecholamine Release from Chromaffin Granules , 2009, The Journal of Neuroscience.

[75]  G. Fox A morphometric analysis of exocytosis in KCl-stimulated bovine chromaffin cells , 1996, Cell and Tissue Research.

[76]  D. Sulzer,et al.  Fluorescent False Neurotransmitters Visualize Dopamine Release from Individual Presynaptic Terminals , 2009, Science.

[77]  Daniel Axelrod,et al.  Visualization of regulated exocytosis with a granule-membrane probe using total internal reflection microscopy. , 2004, Molecular biology of the cell.

[78]  E. Yeung,et al.  Monitoring single-cell pharmacokinetics by capillary electrophoresis and laser-induced native fluorescence. , 1997, Journal of chromatography. B, Biomedical sciences and applications.

[79]  D. Zenisek,et al.  Transport, capture and exocytosis of single synaptic vesicles at active zones , 2000, Nature.

[80]  Jonathan V Sweedler,et al.  Characterizing peptides in individual mammalian cells using mass spectrometry , 2007, Nature Protocols.

[81]  R. Zare,et al.  Separation and characterization of amines from individual atrial gland vesicles of Aplysia californica. , 1998, Analytical Chemistry.

[82]  Thorsten Lang,et al.  Ca2+-Triggered Peptide Secretion in Single Cells Imaged with Green Fluorescent Protein and Evanescent-Wave Microscopy , 1997, Neuron.

[83]  M. Erard,et al.  Dynamics of full fusion during vesicular exocytotic events: release of adrenaline by chromaffin cells. , 2003, Chemphyschem : a European journal of chemical physics and physical chemistry.

[84]  A. Ewing,et al.  Capillary zone electrophoresis with electrochemical detection. , 1987, Analytical chemistry.

[85]  C. Pan,et al.  Exocytosis of a single bovine adrenal chromaffin cell: the electrical and morphological studies. , 2008, The journal of physical chemistry. B.

[86]  J. Sweedler,et al.  Analysis of serotonin release from single neuron soma using capillary electrophoresis and laser-induced fluorescence with a pulsed deep-UV NeCu laser , 2003, Analytical and bioanalytical chemistry.

[87]  S. Jacobson,et al.  High-Speed Separations on a Microchip , 1994 .

[88]  R. Deana,et al.  Role of Ca(2+) and protein kinase C in the serotonin (5-HT) transport in human platelets. , 2002, Cell calcium.

[89]  S. Simon Partial internal reflections on total internal reflection fluorescent microscopy. , 2009, Trends in cell biology.

[90]  W. Schuhmann,et al.  An advanced biological scanning electrochemical microscope (Bio-SECM) for studying individual living cells , 2004 .

[91]  D. Sulzer,et al.  Secretory vesicle rebound hyperacidification and increased quantal size resulting from prolonged methamphetamine exposure , 2008, Journal of neurochemistry.

[92]  R. Wightman,et al.  Exocytotic release from individual granules exhibits similar properties at mast and chromaffin cells. , 1996, Biophysical journal.

[93]  J. Sweedler,et al.  Single-neuron analysis using CE combined with MALDI MS and radionuclide detection. , 2002, Analytical chemistry.

[94]  Yong Chen,et al.  Coupling of electrochemistry and fluorescence microscopy at indium tin oxide microelectrodes for the analysis of single exocytotic events. , 2006, Angewandte Chemie.

[95]  C. Haynes,et al.  Quantitative and real-time detection of secretion of chemical messengers from individual platelets. , 2008, Biochemistry.

[96]  Jonathan V Sweedler,et al.  Profiling signaling peptides in single mammalian cells using mass spectrometry. , 2006, Analytical chemistry.

[97]  W. Almers,et al.  Bilayers merge even when exocytosis is transient. , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[98]  Andrew G Ewing,et al.  In Vitro Electrochemistry of Biological Systems. , 2008, Annual review of analytical chemistry.

[99]  Simon C Watkins,et al.  Neuronal Peptide Release Is Limited by Secretory Granule Mobility , 1997, Neuron.

[100]  W. Almers,et al.  A real-time view of life within 100 nm of the plasma membrane , 2001, Nature Reviews Molecular Cell Biology.

[101]  P. De Camilli,et al.  Cell biology of the presynaptic terminal. , 2003, Annual review of neuroscience.

[102]  C. Haynes,et al.  The effects of co-culture of fibroblasts on mast cell exocytotic release characteristics as evaluated by carbon-fiber microelectrode amperometry. , 2008, Biophysical chemistry.

[103]  Sanford M. Simon,et al.  Membrane proximal lysosomes are the major vesicles responsible for calcium-dependent exocytosis in nonsecretory cells , 2002, The Journal of cell biology.

[104]  Bryce J Marquis,et al.  Toxicity of therapeutic nanoparticles. , 2009, Nanomedicine.

[105]  J. Sweedler,et al.  Quantitative Measurements of Cell−Cell Signaling Peptides with Single-Cell MALDI MS , 2008, Analytical chemistry.

[106]  J. Jaiswal,et al.  Imaging single events at the cell membrane. , 2007, Nature chemical biology.

[107]  D. Loerke,et al.  The last few milliseconds in the life of a secretory granule , 1998, European Biophysics Journal.

[108]  M. Lindau,et al.  Relationship between fusion pore opening and release during mast cell exocytosis studied with patch amperometry. , 2003, Biochemical Society transactions.

[109]  V. Davila,et al.  Voltammetric and pharmacological characterization of dopamine release from single exocytotic events at rat pheochromocytoma (PC12) cells. , 1998, Analytical chemistry.

[110]  J. Sweedler,et al.  Analysis of cellular release using capillary electrophoresis and matrix assisted laser desorption/ionization‐time of flight‐mass spectrometry , 2001, Electrophoresis.

[111]  A. Ewing,et al.  Electrically assisted sampling across membranes with electrophoresis in nanometer inner diameter capillaries. , 2005, Analytical chemistry.

[112]  E. Yeung,et al.  On-column monitoring of secretion of catecholamines from single bovine adrenal chromaffin cells by capillary electrophoresis , 1997, Journal of Neuroscience Methods.

[113]  N. Allbritton,et al.  Chemical analysis of single cells. , 2008, Annual review of analytical chemistry.

[114]  Christian Amatore,et al.  Electrochemical monitoring of single cell secretion: vesicular exocytosis and oxidative stress. , 2008, Chemical reviews.

[115]  A. Ewing,et al.  Electrophoresis in nanometer inner diameter capillaries with electrochemical detection. , 2001, Analytical chemistry.

[116]  J F Pujol,et al.  Normal pulse polarography with carbon fiber electrodes for in vitro and in vivo determination of catecholamines. , 1979, Analytical chemistry.

[117]  W. Betz,et al.  Activity-dependent fluorescent staining and destaining of living vertebrate motor nerve terminals , 1992, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[118]  E. Salmon VE-DIC light microscopy and the discovery of kinesin. , 1995, Trends in cell biology.

[119]  S. Simon,et al.  Imaging Constitutive Exocytosis with Total Internal Reflection Fluorescence Microscopy , 2000, The Journal of cell biology.

[120]  Wei Zhan,et al.  Chemically imaging living cells by scanning electrochemical microscopy. , 2006, Biosensors & bioelectronics.

[121]  M. Fillenz,et al.  On-line measurement of brain glutamate with an enzyme/polymer-coated tubular electrode. , 1994, Analytical chemistry.

[122]  D. Sulzer,et al.  Amphetamine redistributes dopamine from synaptic vesicles to the cytosol and promotes reverse transport , 1995, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[123]  C. Amatore,et al.  Regulation of Exocytosis in Chromaffin Cells by Trans‐Insertion of Lysophosphatidylcholine and Arachidonic Acid into the Outer Leaflet of the Cell Membrane , 2006, Chembiochem : a European journal of chemical biology.

[124]  R. Kennedy,et al.  Extracellular pH is required for rapid release of insulin from Zn - insulin precipitates in β-cell secretory vesicles during exocytosis , 1996 .

[125]  B. J. Venton,et al.  Flame etching enhances the sensitivity of carbon-fiber microelectrodes. , 2008, Analytical chemistry.

[126]  D. Bruns,et al.  SNAREs are concentrated in cholesterol‐dependent clusters that define docking and fusion sites for exocytosis , 2001, The EMBO journal.

[127]  Andrew G. Ewing,et al.  Capillary electrophoresis of single cells: observation of two compartments of neurotransmitter vesicles , 1994, Journal of Neuroscience Methods.

[128]  H. Horstmann,et al.  Transport, docking and exocytosis of single secretory granules in live chromaffin cells , 1997, Nature.

[129]  Andrew G Ewing,et al.  Capillary electrophoresis of single mammalian cells , 2004, Electrophoresis.

[130]  J. A. Jankowski,et al.  Etched carbon-fiber electrodes as amperometric detectors of catecholamine secretion from isolated biological cells. , 1991, Analytical chemistry.

[131]  Robert T. Kennedy,et al.  Insulin-stimulated Insulin Secretion in Single Pancreatic Beta Cells* , 1999, The Journal of Biological Chemistry.

[132]  R. Skaer,et al.  Mepacrine Stains the Dense Bodies of Human Platelets and not Platelet Lysosomes , 1981, British journal of haematology.

[133]  P. Garris,et al.  Scanning electrochemical microscopy of model neurons: constant distance imaging. , 2005, Analytical chemistry.

[134]  R. Wightman,et al.  Real-time amperometric measurements of zeptomole quantities of dopamine released from neurons. , 2000, Analytical chemistry.

[135]  Bryce J Marquis,et al.  Analytical methods to assess nanoparticle toxicity. , 2009, The Analyst.

[136]  Vesicular Ca(2+) -induced secretion promoted by intracellular pH-gradient disruption. , 2006, Biophysical chemistry.

[137]  J. A. Jankowski,et al.  Nicotinic receptor-mediated catecholamine secretion from individual chromaffin cells. Chemical evidence for exocytosis. , 1990, The Journal of biological chemistry.

[138]  R. Zare,et al.  Electrokinetic Separation of Chiral Compounds , 1985, Science.

[139]  J. A. Jankowski,et al.  Extracellular Ionic Composition Alters Kinetics of Vesicular Release of Catecholamines and Quantal Size During Exocytosis at Adrenal Medullary Cells , 1994, Journal of neurochemistry.

[140]  B. Sakmann,et al.  Improved patch-clamp techniques for high-resolution current recording from cells and cell-free membrane patches , 1981, Pflügers Archiv.

[141]  N. Dovichi,et al.  Yoctomole detection limit by laser-induced fluorescence in capillary electrophoresis. , 1994, Journal of chromatography. B, Biomedical applications.

[142]  J. Sweedler,et al.  Contributions of capillary electrophoresis to neuroscience. , 2008, Journal of chromatography. A.

[143]  A. Nakano,et al.  Phospholipid mediated plasticity in exocytosis observed in PC12 cells , 2007, Brain Research.

[144]  In vivo voltammetric detection of rat brain lactate with carbon fiber microelectrodes coated with lactate oxidase. , 1998, Analytical chemistry.

[145]  Shen Hu,et al.  Amperometric Detection in Capillary Electrophoresis with an Etched Joint , 1997 .

[146]  Andrew G Ewing,et al.  Hybrid capillary-microfluidic device for the separation, lysis, and electrochemical detection of vesicles. , 2009, Analytical chemistry.

[147]  W. Betz,et al.  Imaging exocytosis and endocytosis , 1996, Current Opinion in Neurobiology.

[148]  R. Wightman,et al.  Facilitation of quantal release induced by a D1-like receptor on bovine chromaffin cells. , 2007, Biochemistry.

[149]  Takahiro Takano,et al.  Resolving vesicle fusion from lysis to monitor calcium-triggered lysosomal exocytosis in astrocytes , 2007, Proceedings of the National Academy of Sciences.

[150]  E. Raviola,et al.  Extrasynaptic release of GABA by retinal dopaminergic neurons. , 2006, Journal of neurophysiology.

[151]  R D Allen,et al.  Video-enhanced contrast polarization (AVEC-POL) microscopy: a new method applied to the detection of birefringence in the motile reticulopodial network of Allogromia laticollaris. , 1981, Cell motility.

[152]  Andrew G Ewing,et al.  Only a Fraction of Quantal Content is Released During Exocytosis as Revealed by Electrochemical Cytometry of Secretory Vesicles. , 2010, ACS chemical neuroscience.

[153]  D. Axelrod,et al.  Secretory granule behaviour adjacent to the plasma membrane before and during exocytosis: total internal reflection fluorescence microscopy studies , 2007, Acta physiologica.

[154]  R. Kennedy,et al.  Amperometric monitoring of chemical secretions from individual pancreatic beta-cells. , 1993, Analytical chemistry.

[155]  E. Arriaga,et al.  Recent advances in the analysis of biological particles by capillary electrophoresis , 2008, Electrophoresis.