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Saveliev A, Khuzakhmetova V, Samigullin D, Skorinkin A, Kovyazina I, Nikolsky E, Bukharaeva E. Bayesian analysis of the kinetics of quantal transmitter secretion at the neuromuscular junction. J Comput Neurosci 2015; 39:119-29. [PMID: 26129670 DOI: 10.1007/s10827-015-0567-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2015] [Revised: 06/15/2015] [Accepted: 06/19/2015] [Indexed: 11/29/2022]
Abstract
The timing of transmitter release from nerve endings is considered nowadays as one of the factors determining the plasticity and efficacy of synaptic transmission. In the neuromuscular junction, the moments of release of individual acetylcholine quanta are related to the synaptic delays of uniquantal endplate currents recorded under conditions of lowered extracellular calcium. Using Bayesian modelling, we performed a statistical analysis of synaptic delays in mouse neuromuscular junction with different patterns of rhythmic nerve stimulation and when the entry of calcium ions into the nerve terminal was modified. We have obtained a statistical model of the release timing which is represented as the summation of two independent statistical distributions. The first of these is the exponentially modified Gaussian distribution. The mixture of normal and exponential components in this distribution can be interpreted as a two-stage mechanism of early and late periods of phasic synchronous secretion. The parameters of this distribution depend on both the stimulation frequency of the motor nerve and the calcium ions' entry conditions. The second distribution was modelled as quasi-uniform, with parameters independent of nerve stimulation frequency and calcium entry. Two different probability density functions for the distribution of synaptic delays suggest at least two independent processes controlling the time course of secretion, one of them potentially involving two stages. The relative contribution of these processes to the total number of mediator quanta released depends differently on the motor nerve stimulation pattern and on calcium ion entry into nerve endings.
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Affiliation(s)
- Anatoly Saveliev
- Kazan Federal University, Kremlevskaya St. 18, Kazan, 420008, Russia
| | - Venera Khuzakhmetova
- Kazan Federal University, Kremlevskaya St. 18, Kazan, 420008, Russia.,Laboratory of the Biophysics of Synaptic Processes, Kazan Institute of Biochemistry and Biophysics, Russian Academy of Sciences, P.O. Box 30, Kazan, 420111, Russia
| | - Dmitry Samigullin
- Kazan Federal University, Kremlevskaya St. 18, Kazan, 420008, Russia.,Laboratory of the Biophysics of Synaptic Processes, Kazan Institute of Biochemistry and Biophysics, Russian Academy of Sciences, P.O. Box 30, Kazan, 420111, Russia.,Kazan National Research Technical University named after A. N. Tupolev, K. Marx St. 10, Kazan, 420111, Russia
| | - Andrey Skorinkin
- Kazan Federal University, Kremlevskaya St. 18, Kazan, 420008, Russia.,Laboratory of the Biophysics of Synaptic Processes, Kazan Institute of Biochemistry and Biophysics, Russian Academy of Sciences, P.O. Box 30, Kazan, 420111, Russia
| | - Irina Kovyazina
- Kazan Federal University, Kremlevskaya St. 18, Kazan, 420008, Russia.,Laboratory of the Biophysics of Synaptic Processes, Kazan Institute of Biochemistry and Biophysics, Russian Academy of Sciences, P.O. Box 30, Kazan, 420111, Russia
| | - Eugeny Nikolsky
- Kazan Federal University, Kremlevskaya St. 18, Kazan, 420008, Russia.,Laboratory of the Biophysics of Synaptic Processes, Kazan Institute of Biochemistry and Biophysics, Russian Academy of Sciences, P.O. Box 30, Kazan, 420111, Russia.,Kazan State Medical University, Butlerov St. 49, Kazan, 420012, Russia
| | - Ellya Bukharaeva
- Kazan Federal University, Kremlevskaya St. 18, Kazan, 420008, Russia. .,Laboratory of the Biophysics of Synaptic Processes, Kazan Institute of Biochemistry and Biophysics, Russian Academy of Sciences, P.O. Box 30, Kazan, 420111, Russia.
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Yoon AC, Kathpalia V, D'Silva S, Cimenser A, Hua SY. Determining Ca2+-sensor binding time and its variability in evoked neurotransmitter release. J Physiol 2007; 586:1005-15. [PMID: 18063666 DOI: 10.1113/jphysiol.2007.130740] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023] Open
Abstract
The speed and reliability of neuronal reactions are important factors for proper functioning of the nervous system. To understand how organisms use protein molecules to carry out very fast biological actions, we quantified single-molecule reaction time and its variability in synaptic transmission. From the synaptic delay of crayfish neuromuscular synapses the time for a few Ca(2+) ions to bind with their sensors in evoked neurotransmitter release was estimated. In standard crayfish saline at room temperature, the average Ca(2+) binding time was 0.12 ms for the first evoked quanta. At elevated extracellular Ca(2+) concentrations this binding time reached a limit due to saturation of Ca(2+) influx. Analysis of the synaptic delay variance at various Ca(2+) concentrations revealed that the variability of the Ca(2+)-sensor binding time is the major source of the temporal variability of synaptic transmission, and that the Ca(2+)-independent molecular reactions after Ca(2+) influx were less stochastic. The results provide insights into how organisms maximize reaction speed and reliability.
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Affiliation(s)
- Ava Chomee Yoon
- Department of Biological Sciences, Barnard College, Columbia University, 3009 Broadway, New York, NY 10027, USA
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Schramm M, Dudel J. Pertussis toxin does not affect the time course of quantal release in crayfish and mouse muscle, but has other post- and presynaptic effects, especially on adenosine autoreceptors. Neurosci Lett 2001; 299:193-6. [PMID: 11165768 DOI: 10.1016/s0304-3940(01)01506-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
While G-proteins are involved in the synaptic release machinery and also can mediate inhibition of presynaptic Ca2+ channels, we find that pertussis toxin (PTX) does not affect the amount and the time course of quantal release from motor nerve terminals on crayfish or mouse muscle. Monoquantal excitatory currents (qEPSCs) were recorded that were elicited by constant depolarisation pulses to a terminal by means of a perfused macro-patch electrode. Although presynaptic effects of PTX on output and time course of release of quanta were absent, postsynaptically the rise time of qEPCs was increased and their decay time constant reduced. Adenosine (Ad) is known to inhibit quantal release in vertebrate motor nerve terminals via PTX sensitive G-proteins, and Ad is generated during nicotinic synaptic transmission by breakdown of the co-transmitter adenosine triphosphate (ATP). As reported by others, we found in mouse muscle inhibition of quantal release after application of Ad, but in addition late facilitation. Both these effects of Ad were blocked when the muscle was pre-incubated with PTX.
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Affiliation(s)
- M Schramm
- Institut für Physiologie der Technischen Universität München, Biedersteiner Strasse 29, D-80802, Munich, Germany
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Parnas H, Segel L, Dudel J, Parnas I. Autoreceptors, membrane potential and the regulation of transmitter release. Trends Neurosci 2000; 23:60-8. [PMID: 10652546 DOI: 10.1016/s0166-2236(99)01498-8] [Citation(s) in RCA: 66] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
It has been suggested that depolarization per se can control neurotransmitter release, in addition to its role in promoting Ca2+ influx. The 'Ca2+ hypothesis' has provided an essential framework for understanding how Ca2+ entry and accumulation in nerve terminals controls transmitter release. Yet, increases in intracellular Ca2+ levels alone cannot account for the initiation and termination of release; some additional mechanism is needed. Several experiments from various laboratories indicate that membrane potential has a decisive role in controlling this release. For example, depolarization causes release when Ca2+ entry is blocked and intracellular Ca2+ levels are held at an elevated level. The key molecules that link membrane potential with release control have not yet been identified: likely candidates are presynaptic autoreceptors and perhaps the Ca2+ channel itself.
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Affiliation(s)
- H Parnas
- Otto Loewi Minerva Center for Cellular and Molecular Neurobiology, Dept of Neurobiology, Alexander Silberman Institute of Life Sciences, The Hebrew University, Jerusalem 91904, Israel
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Wernig A, Dorlöchter M, Palazis P. Differential sensitivity to Mg(2+)-and tubocurarine-block of frog neuromuscular junctions in summer and winter. Neurosci Lett 1996; 207:41-4. [PMID: 8710205 DOI: 10.1016/0304-3940(96)12483-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
Several parameters of transmitter release in neuromuscular junctions were compared in "winter' and "summer' frogs. In low Ca2+/high Mg(2+)-block, the quantal content m of endplate potentials was similar for both groups. In curarized junctions, however, endplate potentials were about twice as large in winter as in summer, and facilitation was lower and depression higher. This indicates that transmitter release is higher in winter junctions. This is not reflected in Mg(2+)-block, suggesting that strong calcium deprivation may suppress release in winter more strongly than in summer junctions.
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Affiliation(s)
- A Wernig
- Department of Physiology, University of Bonn, Germany
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Mosier DR, Zengel JE. Evoked transmitter release at the frog neuromuscular junction in the presence of very low extracellular Ca2+. Neurosci Lett 1994; 174:1-4. [PMID: 7970140 DOI: 10.1016/0304-3940(94)90104-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
We have examined the effect of ouabain, a Na,K-ATPase inhibitor known to secondarily increase intracellular Ca2+ levels, on evoked (phasic) transmitter release at the frog neuromuscular junction. As had been reported previously, we observed an increase in both spontaneous and evoked release with prolonged exposure to ouabain. We also found that following ouabain treatment, evoked release was maintained for a much longer period of time upon removal of extracellular Ca2+ than prior to ouabain exposure. These results indicate that after exposure to ouabain evoked transmitter release can occur in the absence of appreciable Ca2+ entry.
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Affiliation(s)
- D R Mosier
- Department of Veterans Affairs Medical Center, Gainesville, FL
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Dudel J. Contribution of Ca2+ inflow to quantal, phasic transmitter release from nerve terminals of frog muscle. Pflugers Arch 1992; 422:129-42. [PMID: 1362607 DOI: 10.1007/bf00370412] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
Evoked quantal release from sections of frog endplates contained in an extracellular electrode has been investigated with Ca2+ inflow prevented by superfusing the extracellular space with a Ringer's solution containing Cd2+e or with an "intracellular", EGTA-buffered solution containing less than 0.1 microM Ca2+e. Pulse application and recording were by a perfused macro-patch-clamp electrode. The muscle outside the electrode (bath) was superfused with Ringer's solutions containing Cd2+b to block Ca2+ inflow and normal (1.8 mM) or elevated (10 mM) Ca2+b. The depolarization level of the terminal during current pulses that generated maximal Ca2+ inflow was used as unit relative depolarization. Starting from a threshold above 0.5 relative depolarization, the average release increased by a factor of about 1000 with increasing depolarization, reaching a plateau above 1.2 relative depolarization. The high level of plateau release extended to at least a relative depolarization of 4, i.e. to about +200 mV. When Ca2+ inflow was prevented in the section of the terminal within the electrode, release was depressed strongly for relative depolarizations around 1, i.e. at potentials at which Ca2+ inflow is high. However, for large depolarizations (> 1.5 relative units), the depression of release by block of Ca2+ inflow was weak or absent. The time course of release, measured in distributions of the delays of quanta after the depolarizing pulse, was unaffected by block of Ca2+ inflow. If the extra-electrode superfusion of Ca2+b of the muscle was elevated to 10 mM and Cd2+b was 0.1 mM or 0.5 mM, perfusion of the electrode with solutions below 0.1 microM Ca2+e raised the average release paradoxically. With 0.5 mM Cd2+b this paradoxical increase of release was, on average, 4-fold at 6 degrees C, and 19-fold at 16 degrees C. Quantal endplate currents recorded in less than 0.1 microM Ca2+e had slightly increased amplitudes, and decay time constants were prolonged by about 50%. The results are interpreted to support the Ca2+/voltage theory of release, which proposes that evoked, phasic release is controlled by both intracellular Ca2+ concentration and another membrane-depolarization-related factor. If the resting intracellular Ca2+ concentration is sufficiently high, large depolarizations can elicit release independent of the presence or absence of Ca2+ inflow.
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Affiliation(s)
- J Dudel
- Physiologisches Institut, Technischen Universität-München, Federal Republic of Germany
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