Noise deconvolution based on the L1-metric and decomposition of discrete distributions of postsynaptic responses

Journal of Neuroscience Methods

Volumn 73, Issue 1, 1997, Pages 17-27

  Astrelin, Andrey V ^a   Sokolov, Maxim V ^b   Behnisch, Thomas ^c   Reymann, Klaus G ^c   Voronin, Leon L ^b  

^a MOSCOW STATE UNIVERSITY   (Russian Federation)

^b BRAIN RESEARCH INSTITUTE   (Russian Federation)

^c Federal Institute of Neurobiology   (Germany)

Author keywords

Hippocampus; Noise deconvolution; Post synaptic potential; Quantal analysis; Transmitter release

Indexed keywords

ALGORITHM; ANIMAL TISSUE; ARTICLE; BRAIN SLICE; COMPUTER SIMULATION; CONTROLLED STUDY; HIPPOCAMPUS; MALE; NEUROTRANSMITTER RELEASE; NONHUMAN; POSTSYNAPTIC POTENTIAL; PRIORITY JOURNAL; RAT;

ANIMALS; HIPPOCAMPUS; MALE; NOISE; RATS; RATS, WISTAR; SYNAPTIC TRANSMISSION;

EID: 0030897948     PISSN: 01650270     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0165-0270(96)02206-6     Document Type: Article

References (47)

1. Bart, A.G., Dityatev, A.E. and Kozhanov, V.M. (1988) Analysis of transmission in the interneuronal synapses by the convolution of two binomial distributions, Neurophysiology 20: 487-494.
2. Baskys, A., Voronin, L.L. and Derevyagin, V.I. (1978) Analysis of mechanisms of frequency potentiation of synaptic responses in hippocampal neurons, Doklady Biol. Sci., 239: 234-237.
3. Behnisch, T. and Reymann, K.G. (1994) 2,3-Diphosphoglyceric acid blocks long-term potentiation of excitatory postsynaptic currents in hippocampal CA1 neurons of the rat, Neurosci. Lett., 165: 23-26.
4. Bekkers, J.M. and Stevens, C.F. (1990) Presynaptic mechanism for long-term potentiation in the hippocampus, Nature, 346: 724-729.
5. Bliss, T.V.P. and Collingridge, G.L. (1993) A synaptic model for memory: long-term potentiation in the hippocampus, Nature, 361: 31-39.
6. Bolshakov, V.Y. and Siegelbaum, S.A. (1995) Regulation of hippocampal transmitter release during development and long-term potentiation, Science, 269: 1730-1734.
7. Clamann, H.P., Rioult-Pedotti, M.S. and Luescher, H.-R. (1991) The influence of noise on quantal EPSP size obtained by deconvolution in spinal motoneurons in the cat, J. Neurophysiol., 65: 67-75.
8. Dityatev, A.E. and Clamann, H.P. (1993) Limits of quantal analysis reliability: quantal and unimodal constraints and setting of confidence intervals for quantal size, J. Neurosci. Methods, 50: 67-82.
9. Dityatev, A.E., Kozhanov, V.M., Gapanovich, S.0. and Clamann, H.P. (1994) Quantal analysis based on spectral methods, Pflueger's Arch., 429: 22-26.
10. Edwards, F.A. (1995) LTP - a structural model to explain the inconsistencies, Trends Neurosci., 18: 250-255.
11. Edwards, F.A., Konnerth, A., Sakmann, B. and Takahashi, T. (1989) A thin slice preparation for patch clamp recordings from neurons of the mammalian central nervous system, Pflueger's Arch., 414: 600-612.
12. Foster, T.C. and McNaughton, B.L. (1991) Long-term enhancement of CAl synaptic transmission is due to increased quantal size, not quantal content, Hippocampus, 1: 79-91.
13. Hess, G., Kuhnt, U. and Voronin, L.L. (1987) Quantal analysis of paired-pulse facilitation in guinea pig hippocampal slices, Neurosci. Lett., 77, 187-192.
14. Jack, J.J.B., Larkman A.U., Major, G. and Stratford, K. (1994) Quantal analysis of the synaptic excitation of CA1 hippocampal pyramidal cells. In L. Stjarne, P. Greengard, S. Grillner, T. Hokfelt and D. Ottoson (Eds.), Molecular and Cellular Mechanisms of Neurotransmitter Release, Raven Press, New York, pp. 275-299.
15. Kolmogorov, A.N. and Fomin, S.V. (1957) Elements of the Theory of Functions and Functional Analysis, Graylock Press, Rochester, NY.
16. Korn, H. and Faber, D.S. (1991) Quantal analysis and synaptic efficacy in the CNS, Trends Neurosci., 14: 439-445.
17. Korn, H., Faber, D.S. and Triller, A. (1982) Transmission at a central inhibitory synapse. II. Quantal description of release with a physical correlate for binomial n, J. Neurophysiol., 48: 679-707.
18. Korn, H., Bausela, F., Charpier, S. and Faber, D.S. (1993) Synaptic noise and multiquantal release at dendritic synapses, J. Neurophysiol., 70: 1249-1254.
19. Kuhnt, U. and Voronin, L.L. (1994) Interaction between paired-pulse facilitation and long-term potentiation in area CAl of guinea pig hippocampal slices: application of quantal analysis, Neuroscience, 62: 391-397.
20. Kullmann, D.M. (1989) Application of the expectation maximization algorithm to quantal analysis of postsynaptic potentials, J. Neurosci. Methods, 30: 231-245.
21. Kullmann, D.M. (1993) Quantal variability of excitatory transmission in the hippocampus: implications for the opening probability of fast glutamate-gated channels, Proc. R. Soc. (Lond.), B253: 107-116.
22. Larkman, A., Hannay, T., Stratford, K. and Jack, J. (1992) Presynaptic release probability influences the locus of long-term potentiation, Nature, 360: 70-73.
23. Ling, L. and Tolhurst, D.J. (1983) Recovering the parameters of finite mixtures of normal distribution from a noisy records: an empirical comparison of differing estimating procedures, J. Neurosci. Methods, 8: 309-333.
24. Nering, E.D. and Tucker, A.W. (1993) Linear Programming and Related Problems, Academic Press, New York.
25. Redman, S. (1990) Quantal analysis of synaptic potentials in neurons of the central nervous system, Physiol. Rev., 70: 165-198.
26. Reymann, K.G. (1993) Mechanisms underlying synaptic long-term potentiation in the hippocampus: focus on postsynaptic glutamate receptors and protein kinases, Func. Neurol., 8: 7-32.
27. Rusakov, D.A. (1993) Quantal behaviour of synaptic transmission can be statistically examined using the Fourier line spectrum of the histogram of synaptic potentials, Neurosci. Lett., 163: 231-234.
28. Smith, B.R., Wojtowicz, J.M. and Atwood H.L. (1991) Maximum likelihood estimation of non-uniform transmitter release probabilities at the crayfish neuromuscular junction, J. Theor. Biol. 150: 547-472.
29. Stevens, C.F. (1993) Quantal release of neurotransmitter and long-term potentiation, Cell/Neuron, 70: 55-63.
30. Stricker, C., Redman, S. and Daley, D. (1994) Statistical analysis of synaptic transmission: model discrimination and confidence limits, Biophys. J., 67: 532-547.
31. Stricker, C., Field, A.C. and Redman, S. (1996) Changes in quantal parameters of EPSCs in rat CAl neurones in vitro after the induction of long-term potentiation, J. Physiol., 490: 443-454.
32. Turner, D.A. and West, M. (1993) Bayesian analysis of mixtures applied to post-synaptic potential fluctuations, J. Neurosci. Methods, 47: 1-21.
33. Volgushev, M., Voronin, L.L., Chistiakova, M., Artola, A. and Singer, W. (1995) All-or-none excitatory postsynaptic potentials in the rat visual cortex, Eur. J. Neurosci. 7: 1751-1760.
34. Voronin, L.L. (1993) On the quantal analysis of hippocampal long-term potentiation and related phenomena of synaptic plasticity, Neuroscience, 56: 275-304.
35. Voronin, L.L. (1994) Quantal analysis of hippocampal long-term potentiation, Rev. Neurosci., 5: 141-170.
36. Voronin, L.L., Kuhnt, U. and Hess, G. (1990) Quantal analysis of long-term post-tetanic modifications of minimal excitatory postsynaptic potentials of in vitro hippocampal slices, Neurophysiology, 22: 561-570.
37. Voronin, L.L., Kuhnt, U., Hess, G., Gusev, A. and Roschin, V. (1992a) Quantal parameters of 'minimal' excitatory postsynaptic potentials in guinea pig hippocampal slices: binomial approach, Exp. Brain Res., 89: 248-264.
38. Voronin, L.L., Kuhnt. U. and Gusev, A.G. (1992b) Analysis of fluctuations of 'minimal' excitatory postsynaptic potentials during long-term potentiation in guinea pig hippocampal slices, Exp. Brain Res., 89: 288-299.
39. Voronin, L.L., Kuhnt, U., Ivanov, I.V. and Gusev, A.G. (1992c) Reliability of quantal parameter estimates and their changes during long-term potentiation in guinea pig hippocampal slices, Neurosci. Lett., 146: 111-114.
40. Voronin, L.L., Ivanov, N.V., Kuhnt, U. (1993) Estimate of the variance of the quantal size in excitatory synapses of area CA1 of hippocampal slices, Neurophysiology, 1: 10-17.
41. Voronin, L., Byzov, A., Kleschevnikov, A., Kozhemyakin, M., Kuhnt, U. and Volgushev, M. (1995) Neurophysiological analysis of long-term potentiation in mammalian brain, Behav. Brain Res., 66: 45-52.
42. Wahl, L.M., Stratford, K.J., Larkman, A.U. and Jack, J.J.B. (1995) The variance of the successive peaks in synaptic amplitude histograms: effect of inter-site difference in quantal size. Proc. R. Soc. (Lond.), B262: 77-85.
43. Walmsley, B. (1993) Quantal analysis of synaptic transmission. In D.I. Wallis (Ed.), Electrophysiology - A Practical Approach, IRL Press, Oxford, pp. 110-141.
44. Walmsley, B. (1995) Interpretation of 'quantal' peaks in distributions of evoked synaptic transmission at central synapses, Proc. R. Soc. (Lond.), B261: 245-250.
45. Walmsley, B., Edwards, F.R. and Tracey, D.J. (1988) Nonuniform release probabilities underlie quantal synaptic transmission at a mammalian excitatory central synapse, J. Neurophysiol., 60: 889-908.
46. Wong, K. and Redman, J.S. (1980) The recovery of a random variable from a noisy record with application to the study of fluctuations in synaptic potentials, J. Neurosci. Methods, 2: 389-409.
47. Yamamoto, C. (1982) Quantal analysis of excitatory postsynaptic potentials induced in hippocampal neurons by activation of granule cells, Exp. Brain Res., 46: 170-176.